Teams sometimes need experimentation before full approval, but exceptions should not become permanent shadow production.
MODEL & PROVIDER GOVERNANCEAI GOVERNANCE & RISK
Unapproved Model Exceptions
Exception paths allow temporary use of unapproved models under explicit limits, owners and expiry.
A research team receives a 30-day sandbox exception with synthetic data only.
What prevents the exception from becoming an unreviewed production dependency?
REMEMBERExceptions need scope, compensating controls and expiry.
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